Remote Sensing Scientists and Technologists
Apply remote sensing principles and methods to analyze data and solve problems in areas such as natural resource management, urban planning, or homeland security. May develop new sensor systems, analytical techniques, or new applications for existing systems.
- O*NET-SOC code
19-2099.01 - Preparation Job Zone Four: Considerable Preparation Needed
Wages
BLS doesn't publish wages for Remote Sensing Scientists and Technologists separately. These are the figures for Physical Scientists, All Other (19-2099), its parent occupation.
| 10th | 25th | Median | 75th | 90th |
|---|---|---|---|---|
| $67,000 | $86,620 | $122,570 | $161,890 | $195,190 |
By state (41)
| State | Employment | Median annual | Location quotient |
|---|---|---|---|
| Alabama | 140 | $135,350 | 0.47 |
| Alaska | 140 | $120,240 | 2.96 |
| Arizona | 170 | $125,270 | 0.38 |
| California | 2,320 | $130,610 | 0.89 |
| Colorado | 710 | $134,440 | 1.72 |
| Connecticut | 370 | $99,990 | 1.51 |
| District of Columbia | 790 | $156,730 | 7.88 |
| Florida | 340 | $131,690 | 0.24 |
| Georgia | 1,020 | $137,680 | 1.46 |
| Hawaii | 100 | $112,880 | 1.08 |
| Illinois | 580 | $108,970 | 0.66 |
| Indiana | 1,240 | $68,670 | 2.70 |
| Iowa | 100 | $80,810 | 0.44 |
| Kentucky | 260 | $81,260 | 0.92 |
| Louisiana | 280 | $94,320 | 1.02 |
| Maryland | 1,810 | $141,290 | 4.56 |
| Massachusetts | 350 | $138,380 | 0.66 |
| Michigan | 130 | $118,870 | 0.21 |
| Minnesota | 540 | $147,890 | 1.28 |
| Mississippi | 380 | $108,890 | 2.26 |
| Montana | 100 | $94,520 | 1.35 |
| Nebraska | 40 | $101,440 | 0.27 |
| New Hampshire | 210 | $112,370 | 2.19 |
| New Jersey | 590 | $109,990 | 0.96 |
| New Mexico | 240 | $123,820 | 1.91 |
| New York | 1,510 | $117,820 | 1.09 |
| North Carolina | 650 | $110,030 | 0.92 |
| North Dakota | 70 | $147,650 | 1.16 |
| Ohio | 430 | $108,790 | 0.54 |
| Oklahoma | 80 | $112,260 | 0.33 |
| Oregon | 290 | $109,580 | 1.02 |
| Pennsylvania | 460 | $134,780 | 0.53 |
| Rhode Island | 70 | Not available | 1.02 |
| South Carolina | 70 | $141,130 | 0.22 |
| Tennessee | 120 | $129,570 | 0.27 |
| Texas | 2,310 | $100,920 | 1.15 |
| Utah | 250 | $115,920 | 0.99 |
| Virginia | 1,450 | Not available | 2.46 |
| Washington | 450 | $133,980 | 0.88 |
| Wisconsin | 70 | $97,470 | 0.17 |
| Wyoming | 60 | $69,240 | 1.42 |
Similar occupations
Similarity is our measure: the cosine of importance x level over all 120 O*NET skills, knowledge areas and abilities. It is not an O*NET finding. More.
Circles are the 20 most similar occupations, coloured by Job Zone. Lines join pairs where one is among the other's 10 most similar; darker lines are pairs O*NET also lists as related. Drag a circle to move it out of the way; select one to open it.
| # | Occupation | Job Zone | Similarity |
|---|---|---|---|
| 1 | Geoscientists, Except Hydrologists and Geographers | 4 | 0.969 |
| 2 | Hydrologists | 4 | 0.967 |
| 3 | Atmospheric and Space Scientists | 4 | 0.966 |
| 4 | Geodetic Surveyors | 4 | 0.963 |
| 5 | Industrial Ecologists | 5 | 0.961 |
| 6 | Remote Sensing Technicians | 4 | 0.957 |
| 7 | Environmental Restoration Planners | 5 | 0.954 |
| 8 | Geographers | 4 | 0.954 |
| 9 | Soil and Plant Scientists | 5 | 0.954 |
| 10 | Water Resource Specialists | 4 | 0.953 |
One skill away
Among the 50 occupations most similar to Remote Sensing Scientists and Technologists, those at the same Job Zone or lower, where exactly one skill rated at least 3 in importance needs a level more than 0.75 points higher (on O*NET's 0-7 level scale). Our definition. Change the thresholds.
| Occupation | Skill to build | Level gap | Similarity |
|---|---|---|---|
| Atmospheric and Space Scientists | Science | 0.88 | 0.966 |
| Geodetic Surveyors | Mathematics | 0.76 | 0.963 |
| Electrical Engineers | Quality Control Analysis | 1.37 | 0.938 |
| Validation Engineers | Quality Control Analysis | 1.37 | 0.933 |
| Range Managers | Negotiation | 1.13 | 0.931 |
| Database Architects | Programming | 1.37 | 0.928 |
Software to learn next
Software used by at least 3 of the 20 occupations most similar to Remote Sensing Scientists and Technologists, excluding software Remote Sensing Scientists and Technologists already lists and any you named. Ranked by how many of them use it, weighted by how much more common it is among them than across all occupations (lift). Our ranking.
| Software | Similar jobs using it | Lift |
|---|---|---|
| ESRI ArcView | 12 of 20 | 13.8x |
| Geographic information system GIS software | 14 of 20 | 9.1x |
| ESRI ArcInfo | 9 of 20 | 24.4x |
| Autodesk AutoCAD | 18 of 20 | 4.9x |
| Bentley MicroStation | 10 of 20 | 9.6x |
| RockWare ArcMap | 5 of 20 | 28.8x |
| ITT Visual Information Solutions ENVI | 4 of 20 | 46.2x |
| ESRI ArcIMS | 4 of 20 | 36.9x |
| Geomechanical design analysis GDA software | 5 of 20 | 16.5x |
| SAS | 10 of 20 | 3.9x |
Skills
From O*NET data. Importance is rated 1 to 5 and level 0 to 7.
| Skill | Type | Importance | Level |
|---|---|---|---|
| Reading Comprehension | Essential skill | 4.00 | 4.75 |
| Critical Thinking | Essential skill | 4.00 | 4.38 |
| Writing | Essential skill | 3.88 | 4.62 |
| Speaking | Essential skill | 3.88 | 4.25 |
| Active Listening | Essential skill | 3.88 | 4.00 |
| Science | Essential skill | 3.88 | 4.00 |
| Complex Problem Solving | Transferable skill | 3.75 | 4.12 |
| Judgment and Decision Making | Transferable skill | 3.75 | 4.12 |
| Mathematics | Essential skill | 3.75 | 4.12 |
| Systems Analysis | Transferable skill | 3.62 | 3.88 |
| Systems Evaluation | Transferable skill | 3.62 | 3.88 |
| Active Learning | Essential skill | 3.38 | 4.00 |
| Monitoring | Essential skill | 3.38 | 3.88 |
| Operations Analysis | Transferable skill | 3.25 | 3.62 |
| Learning Strategies | Essential skill | 3.12 | 3.12 |
| Instructing | Transferable skill | 3.00 | 3.38 |
| Coordination | Transferable skill | 3.00 | 3.00 |
| Time Management | Transferable skill | 2.88 | 3.12 |
| Management of Personnel Resources | Transferable skill | 2.88 | 3.00 |
| Social Perceptiveness | Transferable skill | 2.88 | 3.00 |
| Service Orientation | Transferable skill | 2.88 | 2.88 |
| Programming | Transferable skill | 2.88 | 2.75 |
| Persuasion | Transferable skill | 2.62 | 2.88 |
| Negotiation | Transferable skill | 2.50 | 2.62 |
| Operations Monitoring | Transferable skill | 2.50 | 2.50 |
| Technology Design | Transferable skill | 2.38 | 2.38 |
| Quality Control Analysis | Transferable skill | 2.38 | 1.75 |
| Operation and Control | Transferable skill | 2.00 | 1.62 |
| Management of Material Resources | Transferable skill | 1.88 | 1.75 |
| Management of Financial Resources | Transferable skill | 1.75 | 1.38 |
| Troubleshooting | Transferable skill | 1.50 | 0.75 |
| Equipment Selection | Transferable skill | 1.50 | 0.50 |
| Equipment Maintenance | Transferable skill | 1.00 | not rated |
| Installation | Transferable skill | 1.00 | not rated |
| Repairing | Transferable skill | 1.00 | not rated |
Knowledge (33) and abilities (52)
| Name | Importance | Level |
|---|---|---|
| Geography | 4.84 | 6.44 |
| Mathematics | 4.20 | 5.40 |
| Computers and Electronics | 4.20 | 5.32 |
| Engineering and Technology | 3.88 | 5.21 |
| English Language | 3.68 | 4.48 |
| Physics | 3.48 | 4.16 |
| Design | 3.24 | 4.20 |
| Administration and Management | 3.12 | 3.80 |
| Customer and Personal Service | 3.12 | 3.52 |
| Biology | 3.00 | 3.72 |
| Education and Training | 2.96 | 4.44 |
| Production and Processing | 2.83 | 3.25 |
| Communications and Media | 2.68 | 3.12 |
| Public Safety and Security | 2.62 | 2.76 |
| Telecommunications | 2.56 | 2.56 |
| Administrative | 2.52 | 3.32 |
| History and Archeology | 2.40 | 3.00 |
| Sociology and Anthropology | 2.36 | 2.76 |
| Transportation | 2.29 | 2.40 |
| Personnel and Human Resources | 2.28 | 2.64 |
| Law and Government | 2.20 | 2.40 |
| Sales and Marketing | 1.96 | 2.48 |
| Chemistry | 1.96 | 2.00 |
| Economics and Accounting | 1.88 | 1.56 |
| Mechanical | 1.84 | 1.76 |
| Psychology | 1.84 | 1.40 |
| Foreign Language | 1.60 | 1.24 |
| Building and Construction | 1.52 | 0.92 |
| Philosophy and Theology | 1.48 | 1.04 |
| Fine Arts | 1.32 | 0.64 |
| Medicine and Dentistry | 1.20 | not rated |
| Food Production | 1.12 | not rated |
| Therapy and Counseling | 1.12 | not rated |
| Name | Importance | Level |
|---|---|---|
| Deductive Reasoning | 4.25 | 4.62 |
| Inductive Reasoning | 4.25 | 4.50 |
| Written Comprehension | 4.00 | 4.88 |
| Oral Comprehension | 4.00 | 4.75 |
| Oral Expression | 4.00 | 4.75 |
| Written Expression | 4.00 | 4.62 |
| Problem Sensitivity | 4.00 | 4.12 |
| Near Vision | 4.00 | 3.88 |
| Mathematical Reasoning | 3.88 | 4.25 |
| Information Ordering | 3.88 | 4.12 |
| Category Flexibility | 3.75 | 4.12 |
| Number Facility | 3.62 | 4.00 |
| Fluency of Ideas | 3.62 | 3.88 |
| Speech Clarity | 3.62 | 3.62 |
| Flexibility of Closure | 3.50 | 3.38 |
| Originality | 3.38 | 3.88 |
| Speech Recognition | 3.38 | 3.25 |
| Visualization | 3.12 | 3.25 |
| Perceptual Speed | 3.00 | 3.00 |
| Selective Attention | 3.00 | 3.00 |
| Far Vision | 3.00 | 2.88 |
| Memorization | 2.62 | 2.62 |
| Visual Color Discrimination | 2.50 | 2.62 |
| Speed of Closure | 2.50 | 2.38 |
| Time Sharing | 2.50 | 2.38 |
| Finger Dexterity | 2.38 | 1.88 |
| Control Precision | 2.12 | 2.12 |
| Hearing Sensitivity | 2.00 | 2.00 |
| Arm-Hand Steadiness | 2.00 | 1.88 |
| Depth Perception | 2.00 | 1.88 |
| Auditory Attention | 2.00 | 1.75 |
| Manual Dexterity | 1.88 | 1.62 |
| Trunk Strength | 1.75 | 1.38 |
| Reaction Time | 1.38 | 0.50 |
| Spatial Orientation | 1.38 | 0.50 |
| Wrist-Finger Speed | 1.38 | 0.50 |
| Rate Control | 1.25 | not rated |
| Dynamic Strength | 1.12 | not rated |
| Extent Flexibility | 1.12 | not rated |
| Gross Body Coordination | 1.12 | not rated |
| Static Strength | 1.12 | not rated |
| Dynamic Flexibility | 1.00 | not rated |
| Explosive Strength | 1.00 | not rated |
| Glare Sensitivity | 1.00 | not rated |
| Gross Body Equilibrium | 1.00 | not rated |
| Multilimb Coordination | 1.00 | not rated |
| Night Vision | 1.00 | not rated |
| Peripheral Vision | 1.00 | not rated |
| Response Orientation | 1.00 | not rated |
| Sound Localization | 1.00 | not rated |
| Speed of Limb Movement | 1.00 | not rated |
| Stamina | 1.00 | not rated |
Software used
Examples from O*NET data. "Hot" and "in demand" are O*NET flags for technologies often listed in job postings.
- Python in demand
- Adobe Creative Cloud software hot
- Amazon DynamoDB hot
- Amazon Elastic Compute Cloud EC2 hot
- Amazon Redshift hot
- Amazon Web Services AWS CloudFormation hot
- Amazon Web Services AWS software hot
- Ansible software hot
- Apache Hadoop hot
- Apache Hive hot
- Apache Kafka hot
- Atlassian JIRA hot
- Bash hot
- C hot
- C# hot
- C++ hot
- Docker hot
- ESRI ArcGIS software hot
- Elasticsearch hot
- Epic Systems hot
- Extensible markup language XML hot
- Git hot
- GitHub hot
- Go hot
- JavaScript hot
- JavaScript Object Notation JSON hot
- Linux hot
- Microsoft Azure software hot
- Microsoft Excel hot
- Microsoft Office software hot
All 89
- Microsoft Outlook hot
- Microsoft PowerPoint hot
- Microsoft Project hot
- Microsoft SQL Server hot
- Microsoft Visio hot
- Microsoft Visual Studio hot
- Microsoft Windows hot
- Microsoft Word hot
- MySQL hot
- NoSQL hot
- Node.js hot
- Oracle Database hot
- Oracle Java hot
- Perl hot
- PostgreSQL hot
- Puppet hot
- R hot
- Ruby hot
- Salesforce software hot
- Scala hot
- Selenium hot
- Structured query language SQL hot
- Swift hot
- Tableau hot
- The MathWorks MATLAB hot
- UNIX hot
- Aeronautical charts
- Agisoft Metashape
- Airdata
- Amazon Simple Storage Service S3
- Apache HTTP Server
- ArduPilot Mission Planner
- BAE Systems SOCET GXP
- Calibration software
- CloudCompare
- ESRI Site Scan for ArcGIS
- FLIR Thermal Studio Suite
- Gamma remote sensing software
- Geographic information system GIS systems
- Global positioning system GPS software
- Healthcare common procedure coding system HCPCS
- Hypertext preprocessor PHP
- Image processing software
- Interface definition language IDL
- Kitty Hawk
- LP360
- Learning management system LMS
- Leica Geosystems ERDAS IMAGINE
- Litchi
- Microsoft Image Composite Editor
- Objective C
- OpenDroneMap
- PCI Geomatics Geomatica
- Pix4D Pix4Dmapper
- RSI ENVI
- Ruby on Rails
- UgCS
- Web browser software
- YouTube
Where it concentrates
BLS doesn't publish wages for Remote Sensing Scientists and Technologists separately. These are the figures for Physical Scientists, All Other (19-2099), its parent occupation.
Metro areas ranked by BLS location quotient: the occupation's share of the area's jobs divided by its share of all US jobs. Above 1 means more concentrated than the nation. Metros employing fewer than 100 are left out.
| Metro area | Employment | Location quotient | Median annual |
|---|---|---|---|
| Albany-Schenectady-Troy, NY | 780 | 12.09 | $99,460 |
| Durham-Chapel Hill, NC | 370 | 7.46 | $128,380 |
| Charlottesville, VA | 100 | 6.25 | $144,580 |
| Washington-Arlington-Alexandria, DC-VA-MD-WV | 2,740 | 6.08 | $170,980 |
| Duluth, MN-WI | 100 | 5.54 | $81,920 |
| Lexington-Fayette, KY | 210 | 5.13 | $67,610 |
| Indianapolis-Carmel-Greenwood, IN | 560 | 3.51 | $67,000 |
| Trenton-Princeton, NJ | 100 | 2.99 | $117,840 |
| Baltimore-Columbia-Towson, MD | 570 | 2.92 | $108,160 |
| Virginia Beach-Chesapeake-Norfolk, VA-NC | 310 | 2.87 | $117,640 |